| Scalable rule-based representation learning for interpretable classification Z Wang, W Zhang, N Liu, J Wang Advances in Neural Information Processing Systems 34, 30479-30491, 2021 | 66 | 2021 |
| Flexkbqa: A flexible llm-powered framework for few-shot knowledge base question answering Z Li, S Fan, Y Gu, X Li, Z Duan, B Dong, N Liu, J Wang Proceedings of the AAAI Conference on Artificial Intelligence 38 (17), 18608 …, 2024 | 52 | 2024 |
| Transparent classification with multilayer logical perceptrons and random binarization Z Wang, W Zhang, LIU Ning, J Wang Proceedings of the AAAI conference on artificial intelligence 34 (04), 6331-6339, 2020 | 30 | 2020 |
| Random forest model in the diagnosis of dementia patients with normal mini-mental state examination scores J Wang, Z Wang, N Liu, C Liu, C Mao, L Dong, J Li, X Huang, D Lei, ... Journal of personalized medicine 12 (1), 37, 2022 | 23 | 2022 |
| An LLM can Fool Itself: A Prompt-Based Adversarial Attack X Xu, K Kong, N Liu, L Cui, D Wang, J Zhang, M Kankanhalli arXiv preprint arXiv:2310.13345, 2023 | 16 | 2023 |
| Knowledge-aware deep dual networks for text-based mortality prediction N Liu, P Lu, W Zhang, J Wang 2019 IEEE 35th international conference on data engineering (ICDE), 1406-1417, 2019 | 15 | 2019 |
| Can LLMs like GPT-4 outperform traditional AI tools in dementia diagnosis? Maybe, but not today Z Wang, R Li, B Dong, J Wang, X Li, N Liu, C Mao, W Zhang, L Dong, ... arXiv preprint arXiv:2306.01499, 2023 | 13 | 2023 |
| Effective few-shot named entity linking by meta-learning X Li, Z Li, Z Zhang, N Liu, H Yuan, W Zhang, Z Liu, J Wang 2022 IEEE 38th International Conference on Data Engineering (ICDE), 178-191, 2022 | 13 | 2022 |
| Healthnet: A health progression network via heterogeneous medical information fusion F Yu, L Cui, H Chen, Y Cao, N Liu, W Huang, Y Xu, H Lu IEEE Transactions on Neural Networks and Learning Systems 34 (10), 6940-6954, 2022 | 9 | 2022 |
| Kdtnet: medical image report generation via knowledge-driven transformer Y Cao, L Cui, F Yu, L Zhang, Z Li, N Liu, Y Xu International Conference on Database Systems for Advanced Applications, 117-132, 2022 | 9 | 2022 |
| Learning cognitive-test-based interpretable rules for prediction and early diagnosis of dementia using neural networks Z Wang, J Wang, N Liu, C Liu, X Li, L Dong, R Zhang, C Mao, Z Duan, ... Journal of Alzheimer’s Disease 90 (2), 609-624, 2022 | 6 | 2022 |
| Bridging the language gap: Knowledge injected multilingual question answering Z Duan, X Li, Z Zhang, Z Li, N Liu, J Wang 2021 IEEE International Conference on Big Knowledge (ICBK), 339-346, 2021 | 6 | 2021 |
| An efficient reinforcement learning game framework for uav-enabled wireless sensor network data collection T Ding, N Liu, ZM Yan, L Liu, LZ Cui Journal of Computer Science and Technology 37 (6), 1356-1368, 2022 | 5 | 2022 |
| Similarity-aware collaborative learning for patient outcome prediction F Yu, L Cui, Y Cao, N Liu, W Huang, Y Xu International Conference on Database Systems for Advanced Applications, 407-422, 2022 | 5 | 2022 |
| Learning interpretable rules for scalable data representation and classification Z Wang, W Zhang, N Liu, J Wang IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 | 4 | 2023 |
| Toward a Unified Framework for Unsupervised Complex Tabular Reasoning Z Li, X Li, Z Duan, B Dong, N Liu, J Wang 2023 IEEE 39th International Conference on Data Engineering (ICDE), 1691-1704, 2023 | 4 | 2023 |
| Coupled graph convolutional neural networks for text-oriented clinical diagnosis inference N Liu, W Zhang, X Li, H Yuan, J Wang Database Systems for Advanced Applications: 25th International Conference …, 2020 | 4 | 2020 |
| Toward a stable and low-resource PLM-based medical diagnostic system via prompt tuning and MoE structure B Dong, Z Wang, Z Li, Z Duan, J Xu, T Pan, R Zhang, N Liu, X Li, J Wang, ... Scientific Reports 13 (1), 12595, 2023 | 3 | 2023 |
| Log-roc: Log structured raid on open-channel ssd T Ma, Z Li, N Liu 2022 IEEE 40th International Conference on Computer Design (ICCD), 332-335, 2022 | 3 | 2022 |
| Susceptible Temporal Patterns Discovery for Electronic Health Records via Adversarial Attack R Zhang, W Zhang, N Liu, J Wang Database Systems for Advanced Applications: 26th International Conference …, 2021 | 3 | 2021 |
Jianyong WangTsinghua UniversityVerified email at tsinghua.edu.cn
